aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
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Updated
Nov 29, 2023 - Jupyter Notebook
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A python tutorial on bayesian modeling techniques (PyMC3)
How to do Bayesian statistical modelling using numpy and PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
A Python package for causal inference in quasi-experimental settings
Website: Data Umbrella & PyMC open source sessions
A fast and easy to use, moddable, Python based Minecraft server!
An experimental deep learning & genotype network-based system for predicting new influenza protein sequences.
프로그래머를 위한 베이지안 with 파이썬
Solve ODEs fast, with support for PyMC
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
Solutions to some of the problems in "Statistical Rethinking"
Pi Day with PyLadies || How to Contribute to Open Source Projects & Networking @ Verizon Digital Media Services
Contains data and source code for data anlysis performed for Rost, Rodrigo Albors et al., 2016
Surat Python Users Group
An example plugin for the PyMine-Server plugin system
Bicyclus, a Bayesian Inference module for Cyclus
Various models and techniques to show how to handle heteroscedastic data
Presentation by Marko Vasiljevski & Raffaele Rainone - PyData London 2016
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